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In parallel to the increase of various mobile technologies, the mobile social network (MSN) service has brought us into an era of mobile social big data, where people are creating new social data every second and everywhere. It is of vital…

Social and Information Networks · Computer Science 2018-02-27 Yuanxing Zhang , Zhuqi Li , Chengliang Gao , Kaigui Bian , Lingyang Song , Shaoling Dong , Xiaoming Li

WeChat is the largest social instant messaging platform in China, with 1.1 billion monthly active users. "Top Stories" is a novel friend-enhanced recommendation engine in WeChat, in which users can read articles based on preferences of both…

Social and Information Networks · Computer Science 2021-03-05 Fanjin Zhang , Jie Tang , Xueyi Liu , Zhenyu Hou , Yuxiao Dong , Jing Zhang , Xiao Liu , Ruobing Xie , Kai Zhuang , Xu Zhang , Leyu Lin , Philip S. Yu

Social media enables users to publish, disseminate, and access information easily. The downside is that it has fewer gatekeepers of what content is allowed to enter public circulation than the traditional media. In this paper, we present…

Social and Information Networks · Computer Science 2020-09-08 Quan Li , Zhenhui Peng , Haipeng Zeng , Qiaoan Chen , Lingling Yi , Ziming Wu , Xiaojuan Ma , Tianjian Chen

In the last few years, many closed social networks such as WhatsAPP and WeChat have emerged to cater for people's growing demand of privacy and independence. In a closed social network, the posted content is not available to all users or…

Social and Information Networks · Computer Science 2022-09-22 Shixun Huang , Wenqing Lin , Zhifeng Bao , Jiachen Sun

The information release behavior of WeChat users is influenced by many factors, and studying the rules of the behavior of users in WeChat can provide theoretical help for the dynamic research of mobile social network users. By crawling…

Social and Information Networks · Computer Science 2017-08-08 Juliang Zhang , Shengtai Zhang , Fan Duo , Feifei Wang

Internet social networks have become a ubiquitous application allowing people to easily share text, pictures, and audio and video files. Popular networks include WhatsApp, Facebook, Reddit and LinkedIn. We present an extensive study of the…

Computers and Society · Computer Science 2018-02-13 Avi Rosenfeld , Sigal Sina , David Sarne , Or Avidov , Sarit Kraus

Traces of user activities recorded in online social networks such as the creation, viewing and forwarding/sharing of information over time open new possibilities to quantitatively and systematically understand the information diffusion…

Social and Information Networks · Computer Science 2018-04-17 Liang Liu , Bo Qu , Bin Chen , Alan Hanjalic , Huijuan Wang

Social media is profoundly changing our society with its unprecedented spreading power. Due to the complexity of human behaviors and the diversity of massive messages, the information spreading dynamics are complicated, and the reported…

Physics and Society · Physics 2025-02-12 Fanhui Meng , Jiarong Xie , Jiachen Sun , Cong Xu , Yutian Zeng , Xiangrong Wang , Tao Jia , Shuhong Huang , Youjin Deng , Yanqing Hu

An important political and social phenomena discussed in several countries, like India and Brazil, is the use of WhatsApp to spread false or misleading content. However, little is known about the information dissemination process in…

Social and Information Networks · Computer Science 2019-05-07 Josemar Alves Caetano , Gabriel Magno , Marcos Gonçalves , Jussara Almeida , Humberto T. Marques-Neto , Virgílio Almeida

WhatsApp is the most popular messaging app in the world. The closed nature of the app, in addition to the ease of transferring multimedia and sharing information to large-scale groups make WhatsApp unique among other platforms, where an…

The ability to predict the size of information cascades in online social networks is crucial for various applications, including decision-making and viral marketing. However, traditional methods either rely on complicated time-varying…

Social and Information Networks · Computer Science 2023-06-22 Wu Leilei , Yi Lingling , Ren Xiao-Long , {Lü} Linyuan

Social media, such as Facebook and WeChat, empowers millions of users to create, consume, and disseminate online information on an unprecedented scale. The abundant information on social media intensifies the competition of WeChat Public…

Human-Computer Interaction · Computer Science 2018-08-29 Quan Li , Ziming Wu , Lingling Yi , Kristanto Sean N , Huamin Qu , Xiaojuan Ma

Social instant messaging services are emerging as a transformative form with which people connect, communicate with friends in their daily life - they catalyze the formation of social groups, and they bring people stronger sense of…

Social and Information Networks · Computer Science 2016-02-23 Jiezhong Qiu , Yixuan Li , Jie Tang , Zheng Lu , Hao Ye , Bo Chen , Qiang Yang , John Hopcroft

WhatsApp, with 3.5 billion active accounts as of early 2025, is the world's largest instant messaging platform. Given its massive user base, WhatsApp plays a critical role in global communication. To initiate conversations, users must first…

Cryptography and Security · Computer Science 2025-11-26 Gabriel K. Gegenhuber , Philipp É. Frenzel , Maximilian Günther , Johanna Ullrich , Aljosha Judmayer

How does one find important or influential people in an online social network? Researchers have proposed a variety of centrality measures to identify individuals that are, for example, often visited by a random walk, infected in an…

Social and Information Networks · Computer Science 2013-03-20 Kristina Lerman , Prachi Jain , Rumi Ghosh , Jeon-Hyung Kang , Ponnurangam Kumaraguru

China has the largest number of online users in the world and about 20% internet users are from China. This is a huge, as well as a mysterious, market for IT industry due to various reasons such as culture difference. Twitter is the largest…

Social and Information Networks · Computer Science 2012-12-13 Daifeng Li , Jingwei Zhang , Gordon Guo-zheng Sun , Jie Tang , Ying Ding , Zhipeng Luo

Social media-transmitted online information, which is associated with emotional expressions, shapes our thoughts and actions. In this study, we incorporate social network theories and analyses and use a computational approach to investigate…

General Economics · Economics 2022-03-10 Yifan Yu , Shan Huang , Yuchen Liu , Yong Tan

We introduce an original mathematical model to analyze the diffusion of posts within a generic online social platform. Each user of such a platform has his own Wall and Newsfeed, as well as his own self-posting and re-posting activity. As a…

Networking and Internet Architecture · Computer Science 2019-06-25 Anastasios Giovanidis , Bruno Baynat , Antoine Vendeville

WhatsApp emerged as a major communication platform in many countries in the recent years. Despite offering only one-to-one and small group conversations, WhatsApp has been shown to enable the formation of a rich underlying network, crossing…

Social and Information Networks · Computer Science 2021-09-23 Gabriel Peres Nobre , Carlos H. G. Ferreira , Jussara M. Almeida

The dynamics of information dissemination in social networks is of paramount importance in processes such as rumors or fads propagation, spread of product innovations or "word-of-mouth" communications. Due to the difficulty in tracking a…

Physics and Society · Physics 2010-03-01 Jose Luis Iribarren , Esteban Moro
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